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Senior AI Engineer – LLM Frameworks, Vector Databases & Automation

Talentgigs

5 - 10 years

Chennai

Posted: 31/12/2025

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Job Description

Senior AI Engineer LLM Frameworks, Vector Databases & Automation

Location:

Chennai / Hybrid / Remote (as applicable)

Experience:

6+ years overall, 3+ years in AI / LLM-driven systems

Job Summary:

We are seeking a Senior AI Engineer to design, build, and scale LLM-powered applications using modern orchestration frameworks, vector databases, and automation platforms. This role focuses on agentic workflows, Retrieval-Augmented Generation (RAG), and end-to-end AI automation across business and product use cases.

Key Responsibilities:

  • Design and develop LLM-powered systems using frameworks such as LangChain, AutoGen, and ReAct-style orchestration
  • Build and optimize agent-based workflows for multi-step reasoning, tool use, and decision-making
  • Implement Retrieval-Augmented Generation (RAG) pipelines using vector databases
  • Integrate and manage vector databases such as Pinecone, Weaviate, and Qdrant
  • Develop and maintain AI-driven automations using platforms like n8n, Zapier, and Make.com
  • Connect LLMs with APIs, databases, SaaS tools, and internal systems
  • Optimize prompts, embeddings, latency, and cost across LLM workflows
  • Ensure reliability, scalability, observability, and security of AI systems
  • Collaborate with product, engineering, and business teams to deliver AI-first solutions
  • Mentor junior engineers and contribute to AI architecture decisions

Required Skills & Qualifications:

LLM & AI Frameworks

  • Strong hands-on experience with LangChain
  • Experience with AutoGen and multi-agent systems
  • Familiarity with ReAct-style orchestration and tool-augmented reasoning
  • Experience working with OpenAI, Anthropic, or similar LLM providers

Vector Databases

  • Hands-on experience with Pinecone , Weaviate , or Qdrant
  • Strong understanding of embeddings , similarity search, and indexing strategies
  • Experience designing and tuning RAG pipelines

Automation & Integration

  • Experience building workflows using n8n, Zapier, and/or Make.com
  • Ability to automate business processes using AI agents
  • Experience integrating LLMs with CRMs, ERPs, ticketing tools, and SaaS APIs

Programming & Backend

  • Strong proficiency in Python (primary) or TypeScript
  • Experience building APIs and backend services
  • Familiarity with cloud environments (AWS, GCP, or Azure)

Good to Have (Nice to Have):

  • Experience with function calling, tools, and agents
  • Knowledge of prompt engineering and evaluation frameworks
  • Experience with fine-tuning or adapters (LoRA)
  • Familiarity with monitoring, logging, and observability for AI systems
  • Exposure to LLMOps / MLOps tools

Soft Skills:

  • Strong problem-solving and analytical skills
  • Ability to translate business problems into AI solutions
  • Clear communication and stakeholder collaboration
  • Ownership mindset and ability to work independently

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